Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 243796 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 34.2 MiB |
| Average record size in memory | 147.0 B |
Variable types
| Numeric | 11 |
|---|---|
| Text | 1 |
| Boolean | 3 |
| DateTime | 6 |
votes_up is highly overall correlated with weighted_vote_score | High correlation |
weighted_vote_score is highly overall correlated with votes_up | High correlation |
playtime_forever_hour is highly overall correlated with playtime_at_review_hour | High correlation |
playtime_at_review_hour is highly overall correlated with playtime_forever_hour | High correlation |
recommended is highly imbalanced (72.7%) | Imbalance |
received_for_free is highly imbalanced (87.7%) | Imbalance |
votes_up is highly skewed (γ1 = 203.6111381) | Skewed |
votes_funny is highly skewed (γ1 = 255.122585) | Skewed |
comment_count is highly skewed (γ1 = 129.0132941) | Skewed |
num_reviews is highly skewed (γ1 = 20.1669645) | Skewed |
recommendationid has unique values | Unique |
steamid has unique values | Unique |
votes_up has 190514 (78.1%) zeros | Zeros |
votes_funny has 229418 (94.1%) zeros | Zeros |
weighted_vote_score has 183422 (75.2%) zeros | Zeros |
comment_count has 239599 (98.3%) zeros | Zeros |
num_games_owned has 156986 (64.4%) zeros | Zeros |
playtime_last_two_weeks_hour has 224816 (92.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-08-13 15:17:36.545479 |
|---|---|
| Analysis finished | 2023-08-13 15:18:52.249884 |
| Duration | 1 minute and 15.7 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
recommendationid
Real number (ℝ)
UNIQUE
| Distinct | 243796 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97461262 |
| Minimum | 85825364 |
|---|---|
| Maximum | 1.4034867 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 85825364 |
|---|---|
| 5-th percentile | 86342514 |
| Q1 | 87308640 |
| median | 88948797 |
| Q3 | 1.0426419 × 108 |
| 95-th percentile | 1.3122033 × 108 |
| Maximum | 1.4034867 × 108 |
| Range | 54523302 |
| Interquartile range (IQR) | 16955550 |
Descriptive statistics
| Standard deviation | 14847607 |
|---|---|
| Coefficient of variation (CV) | 0.15234367 |
| Kurtosis | 0.62815676 |
| Mean | 97461262 |
| Median Absolute Deviation (MAD) | 2313611.5 |
| Skewness | 1.3744165 |
| Sum | 2.3760666 × 1013 |
| Variance | 2.2045143 × 1014 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 140348666 | 1 | < 0.1% |
| 87648911 | 1 | < 0.1% |
| 87649050 | 1 | < 0.1% |
| 87649048 | 1 | < 0.1% |
| 87649045 | 1 | < 0.1% |
| 87649043 | 1 | < 0.1% |
| 87649039 | 1 | < 0.1% |
| 87649029 | 1 | < 0.1% |
| 87649015 | 1 | < 0.1% |
| 87648981 | 1 | < 0.1% |
| Other values (243786) | 243786 |
| Value | Count | Frequency (%) |
| 85825364 | 1 | |
| 85825517 | 1 | |
| 85825877 | 1 | |
| 85826358 | 1 | |
| 85826461 | 1 | |
| 85827391 | 1 | |
| 85827850 | 1 | |
| 85827981 | 1 | |
| 85827982 | 1 | |
| 85828288 | 1 |
| Value | Count | Frequency (%) |
| 140348666 | 1 | |
| 140347990 | 1 | |
| 140347860 | 1 | |
| 140345029 | 1 | |
| 140343169 | 1 | |
| 140342842 | 1 | |
| 140339702 | 1 | |
| 140338366 | 1 | |
| 140336728 | 1 | |
| 140336246 | 1 |
review
Text
| Distinct | 199776 |
|---|---|
| Distinct (%) | 81.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
Length
| Max length | 8468 |
|---|---|
| Median length | 7602 |
| Mean length | 184.24039 |
| Min length | 1 |
Characters and Unicode
| Total characters | 44917069 |
|---|---|
| Distinct characters | 2816 |
| Distinct categories | 24 ? |
| Distinct scripts | 30 ? |
| Distinct blocks | 59 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 194336 ? |
|---|---|
| Unique (%) | 79.7% |
Sample
| 1st row | I played this for 99 minutes EXACTLY. and I HATED EVERY MILLISECOND The levelling system makes NO SENSE! and i DONT KNOW how to get ENCHANTED or COPPER WEPAONS!!! i can't level up my BOW SKILL! YOU FAGGOTS!!! The houses look like theyt were fucking sneezed, like PAINT onto a FUCKING CANVAS!!!! WHY ARE THE NPCS DRESSED SO PROVOCATIVELY! I cannot get a pet dog!! i dont know what the FUCK the "amethyst of taming" is AND I DONT KNOW WHERE TO GET IT! FU!CK YOUYRSELF!!! |
|---|---|
| 2nd row | this game is amazing, and even better with the right mods. |
| 3rd row | GAME IS horrible gave me fucking cancer sound |
| 4th row | The only bad thing about this game is the amount of time between updates. Even then, most updates are fantastic. Devs listen to players and Devs diligently work to fix any bugs that may come out. |
| 5th row | nice |
| Value | Count | Frequency (%) |
| the | 319290 | 3.9% |
| and | 243152 | 3.0% |
| game | 227123 | 2.8% |
| to | 218190 | 2.7% |
| a | 209234 | 2.6% |
| i | 154098 | 1.9% |
| is | 150522 | 1.8% |
| of | 144941 | 1.8% |
| it | 131012 | 1.6% |
| you | 125942 | 1.5% |
| Other values (105649) | 6241452 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7854422 | ||
| e | 4005386 | 8.9% |
| t | 2952395 | 6.6% |
| a | 2801201 | 6.2% |
| o | 2523178 | 5.6% |
| i | 2414974 | 5.4% |
| n | 2193975 | 4.9% |
| s | 2141548 | 4.8% |
| r | 1808764 | 4.0% |
| l | 1564702 | 3.5% |
| Other values (2806) | 14656524 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 33514867 | |
| Space Separator | 7856020 | 17.5% |
| Uppercase Letter | 1253644 | 2.8% |
| Other Punctuation | 1190061 | 2.6% |
| Control | 486637 | 1.1% |
| Decimal Number | 217632 | 0.5% |
| Other Symbol | 177830 | 0.4% |
| Dash Punctuation | 74701 | 0.2% |
| Close Punctuation | 42084 | 0.1% |
| Open Punctuation | 36637 | 0.1% |
| Other values (14) | 66956 | 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| า | 506 | 3.2% |
| น | 493 | 3.1% |
| เ | 468 | 3.0% |
| ม | 431 | 2.7% |
| ᛖ | 428 | 2.7% |
| ก | 428 | 2.7% |
| อ | 386 | 2.4% |
| ᛁ | 370 | 2.3% |
| ᛏ | 333 | 2.1% |
| ᚨ | 316 | 2.0% |
| Other values (1167) | 11653 |
Other Symbol
| Value | Count | Frequency (%) |
| ⣿ | 40541 | |
| ⠀ | 40267 | |
| ☐ | 13027 | 7.3% |
| ⠄ | 5553 | 3.1% |
| █ | 5044 | 2.8% |
| ░ | 4271 | 2.4% |
| ☑ | 3221 | 1.8% |
| ─ | 2103 | 1.2% |
| ⣀ | 2038 | 1.1% |
| ⠉ | 2027 | 1.1% |
| Other values (646) | 59738 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4005386 | |
| t | 2952395 | 8.8% |
| a | 2801201 | 8.4% |
| o | 2523178 | 7.5% |
| i | 2414974 | 7.2% |
| n | 2193975 | 6.5% |
| s | 2141548 | 6.4% |
| r | 1808764 | 5.4% |
| l | 1564702 | 4.7% |
| h | 1476421 | 4.4% |
| Other values (399) | 9632323 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 240215 | |
| T | 129461 | 10.3% |
| A | 106716 | 8.5% |
| E | 75246 | 6.0% |
| S | 69753 | 5.6% |
| G | 61620 | 4.9% |
| O | 55598 | 4.4% |
| M | 44400 | 3.5% |
| V | 42798 | 3.4% |
| B | 41526 | 3.3% |
| Other values (196) | 386311 |
Nonspacing Mark
| Value | Count | Frequency (%) |
| ️ | 777 | 5.9% |
| ่ | 422 | 3.2% |
| ้ | 312 | 2.4% |
| ̶ | 249 | 1.9% |
| ͝ | 239 | 1.8% |
| ั | 228 | 1.7% |
| ̈́ | 216 | 1.6% |
| ี | 212 | 1.6% |
| ͜ | 143 | 1.1% |
| ͊ | 139 | 1.0% |
| Other values (120) | 10319 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 521400 | |
| , | 313728 | |
| ' | 151429 | 12.7% |
| ! | 82148 | 6.9% |
| / | 39016 | 3.3% |
| : | 22742 | 1.9% |
| " | 21985 | 1.8% |
| ? | 15817 | 1.3% |
| * | 8179 | 0.7% |
| ; | 4672 | 0.4% |
| Other values (33) | 8945 | 0.8% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 6771 | |
| = | 2721 | |
| ~ | 2197 | 13.8% |
| > | 2118 | 13.3% |
| < | 1476 | 9.3% |
| | | 464 | 2.9% |
| ⋆ | 37 | 0.2% |
| ↑ | 18 | 0.1% |
| × | 17 | 0.1% |
| ⊱ | 14 | 0.1% |
| Other values (23) | 71 | 0.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 71273 | |
| 1 | 56517 | |
| 2 | 27728 | 12.7% |
| 5 | 14382 | 6.6% |
| 3 | 13472 | 6.2% |
| 4 | 8795 | 4.0% |
| 8 | 6618 | 3.0% |
| 6 | 6556 | 3.0% |
| 9 | 6350 | 2.9% |
| 7 | 5899 | 2.7% |
| Other values (16) | 42 | < 0.1% |
Modifier Letter
| Value | Count | Frequency (%) |
| ๆ | 77 | |
| ヽ | 76 | |
| ー | 16 | 6.8% |
| ﾟ | 14 | 6.0% |
| ᵒ | 9 | 3.8% |
| ᵉ | 6 | 2.6% |
| ـ | 5 | 2.1% |
| ʰ | 4 | 1.7% |
| ゝ | 3 | 1.3% |
| ｰ | 3 | 1.3% |
| Other values (15) | 22 | 9.4% |
Modifier Symbol
| Value | Count | Frequency (%) |
| ¨ | 641 | |
| ´ | 457 | |
| ^ | 443 | |
| ` | 327 | |
| ¯ | 52 | 2.4% |
| 🏿 | 48 | 2.2% |
| ￣ | 37 | 1.7% |
| 🏾 | 32 | 1.5% |
| 🏻 | 31 | 1.4% |
| 🏽 | 25 | 1.2% |
| Other values (8) | 55 | 2.6% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 28101 | |
| ] | 11316 | |
| } | 2225 | 5.3% |
| ︘ | 361 | 0.9% |
| 】 | 36 | 0.1% |
| 』 | 12 | < 0.1% |
| ） | 12 | < 0.1% |
| 》 | 12 | < 0.1% |
| ₎ | 2 | < 0.1% |
| ⁾ | 2 | < 0.1% |
| Other values (4) | 5 | < 0.1% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 23112 | |
| [ | 11177 | |
| { | 2205 | 6.0% |
| 【 | 36 | 0.1% |
| „ | 36 | 0.1% |
| ‚ | 29 | 0.1% |
| 《 | 12 | < 0.1% |
| 『 | 12 | < 0.1% |
| （ | 10 | < 0.1% |
| ₍ | 2 | < 0.1% |
| Other values (4) | 6 | < 0.1% |
Space Separator
| Value | Count | Frequency (%) |
| 7854422 | ||
| 1070 | < 0.1% | |
| 157 | < 0.1% | |
| 125 | < 0.1% | |
| 107 | < 0.1% | |
| 102 | < 0.1% | |
| 18 | < 0.1% | |
| 16 | < 0.1% | |
| 2 | < 0.1% | |
| 1 | < 0.1% |
Other Number
| Value | Count | Frequency (%) |
| ½ | 20 | |
| ¼ | 6 | 15.4% |
| ² | 5 | 12.8% |
| ₅ | 2 | 5.1% |
| ⅓ | 1 | 2.6% |
| ₁ | 1 | 2.6% |
| ₂ | 1 | 2.6% |
| ₃ | 1 | 2.6% |
| ₀ | 1 | 2.6% |
| ⁰ | 1 | 2.6% |
Format
| Value | Count | Frequency (%) |
| | 354 | |
| | 34 | 7.4% |
| | 23 | 5.0% |
| | 18 | 3.9% |
| | 18 | 3.9% |
| | 6 | 1.3% |
| | 2 | 0.4% |
| | 1 | 0.2% |
| | 1 | 0.2% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 74116 | |
| — | 300 | 0.4% |
| – | 173 | 0.2% |
| － | 105 | 0.1% |
| ‑ | 3 | < 0.1% |
| ‐ | 2 | < 0.1% |
| ― | 2 | < 0.1% |
Spacing Mark
| Value | Count | Frequency (%) |
| ෙ | 5 | |
| ා | 4 | |
| ො | 3 | |
| ේ | 2 | 11.8% |
| ැ | 1 | 5.9% |
| ෑ | 1 | 5.9% |
| ං | 1 | 5.9% |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 5345 | |
| £ | 330 | 5.6% |
| € | 189 | 3.2% |
| ¤ | 25 | 0.4% |
| ¢ | 1 | < 0.1% |
Letter Number
| Value | Count | Frequency (%) |
| ᛰ | 3 | |
| ↂ | 2 | |
| ᛯ | 1 | 14.3% |
| ᛮ | 1 | 14.3% |
Control
| Value | Count | Frequency (%) |
| 242759 | ||
| 242759 | ||
| 1119 | 0.2% |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 9301 | |
| ＿ | 56 | 0.6% |
| ‿ | 1 | < 0.1% |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 2791 | |
| ” | 269 | 8.8% |
| » | 1 | < 0.1% |
Initial Punctuation
| Value | Count | Frequency (%) |
| ‘ | 461 | |
| “ | 281 | |
| « | 1 | 0.1% |
Line Separator
| Value | Count | Frequency (%) |
| 29 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 34734218 | |
| Common | 9984439 | 22.2% |
| Braille | 136345 | 0.3% |
| Cyrillic | 32024 | 0.1% |
| Inherited | 11564 | < 0.1% |
| Thai | 8061 | < 0.1% |
| Runic | 4351 | < 0.1% |
| Han | 2234 | < 0.1% |
| Arabic | 1709 | < 0.1% |
| Hangul | 855 | < 0.1% |
| Other values (20) | 1269 | < 0.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 7854422 | ||
| . | 521400 | 5.2% |
| , | 313728 | 3.1% |
| 242759 | 2.4% | |
| 242759 | 2.4% | |
| ' | 151429 | 1.5% |
| ! | 82148 | 0.8% |
| - | 74116 | 0.7% |
| 0 | 71273 | 0.7% |
| 1 | 56517 | 0.6% |
| Other values (819) | 373888 | 3.7% |
Han
| Value | Count | Frequency (%) |
| 我 | 90 | 4.0% |
| 的 | 83 | 3.7% |
| 马 | 73 | 3.3% |
| 蜂 | 72 | 3.2% |
| 恨 | 72 | 3.2% |
| 了 | 35 | 1.6% |
| 是 | 35 | 1.6% |
| 不 | 34 | 1.5% |
| 一 | 29 | 1.3% |
| 玩 | 29 | 1.3% |
| Other values (633) | 1682 |
Braille
| Value | Count | Frequency (%) |
| ⣿ | 40541 | |
| ⠀ | 40267 | |
| ⠄ | 5553 | 4.1% |
| ⣀ | 2038 | 1.5% |
| ⠉ | 2027 | 1.5% |
| ⢀ | 1654 | 1.2% |
| ⠛ | 1567 | 1.1% |
| ⢸ | 1431 | 1.0% |
| ⣤ | 1327 | 1.0% |
| ⣶ | 1319 | 1.0% |
| Other values (246) | 38621 |
Hangul
| Value | Count | Frequency (%) |
| ㅤ | 159 | 18.6% |
| 게 | 27 | 3.2% |
| 이 | 24 | 2.8% |
| 도 | 21 | 2.5% |
| 해 | 20 | 2.3% |
| 라 | 20 | 2.3% |
| 다 | 19 | 2.2% |
| 는 | 16 | 1.9% |
| 되 | 16 | 1.9% |
| 달 | 14 | 1.6% |
| Other values (236) | 519 |
Latin
| Value | Count | Frequency (%) |
| e | 4005386 | 11.5% |
| t | 2952395 | 8.5% |
| a | 2801201 | 8.1% |
| o | 2523178 | 7.3% |
| i | 2414974 | 7.0% |
| n | 2193975 | 6.3% |
| s | 2141548 | 6.2% |
| r | 1808764 | 5.2% |
| l | 1564702 | 4.5% |
| h | 1476421 | 4.3% |
| Other values (233) | 10851674 |
Inherited
| Value | Count | Frequency (%) |
| ️ | 777 | 6.7% |
| ̶ | 249 | 2.2% |
| ͝ | 239 | 2.1% |
| ̈́ | 216 | 1.9% |
| ͜ | 143 | 1.2% |
| ͊ | 139 | 1.2% |
| ͑ | 135 | 1.2% |
| ̑ | 134 | 1.2% |
| ̽ | 133 | 1.2% |
| ̃ | 133 | 1.2% |
| Other values (96) | 9266 |
Runic
| Value | Count | Frequency (%) |
| ᛖ | 428 | 9.8% |
| ᛁ | 370 | 8.5% |
| ᛏ | 333 | 7.7% |
| ᚨ | 316 | 7.3% |
| ᚾ | 269 | 6.2% |
| ᛟ | 255 | 5.9% |
| ᚱ | 231 | 5.3% |
| ᛚ | 197 | 4.5% |
| ᚢ | 180 | 4.1% |
| ᛋ | 179 | 4.1% |
| Other values (68) | 1593 |
Cyrillic
| Value | Count | Frequency (%) |
| о | 3563 | 11.1% |
| а | 2577 | 8.0% |
| е | 2479 | 7.7% |
| т | 2161 | 6.7% |
| и | 2124 | 6.6% |
| н | 1880 | 5.9% |
| р | 1634 | 5.1% |
| с | 1443 | 4.5% |
| в | 1262 | 3.9% |
| л | 1174 | 3.7% |
| Other values (65) | 11727 |
Thai
| Value | Count | Frequency (%) |
| า | 506 | 6.3% |
| น | 493 | 6.1% |
| เ | 468 | 5.8% |
| ม | 431 | 5.3% |
| ก | 428 | 5.3% |
| ่ | 422 | 5.2% |
| อ | 386 | 4.8% |
| ร | 314 | 3.9% |
| ้ | 312 | 3.9% |
| ล | 246 | 3.1% |
| Other values (49) | 4055 |
Arabic
| Value | Count | Frequency (%) |
| ا | 225 | 13.2% |
| ل | 141 | 8.3% |
| ي | 105 | 6.1% |
| ه | 98 | 5.7% |
| م | 98 | 5.7% |
| ب | 94 | 5.5% |
| ر | 84 | 4.9% |
| ن | 77 | 4.5% |
| ت | 77 | 4.5% |
| و | 74 | 4.3% |
| Other values (38) | 636 |
Greek
| Value | Count | Frequency (%) |
| α | 40 | 8.6% |
| ι | 36 | 7.8% |
| ο | 34 | 7.3% |
| ν | 29 | 6.3% |
| Α | 25 | 5.4% |
| ε | 22 | 4.8% |
| τ | 21 | 4.5% |
| π | 19 | 4.1% |
| μ | 15 | 3.2% |
| κ | 14 | 3.0% |
| Other values (38) | 208 |
Katakana
| Value | Count | Frequency (%) |
| ヽ | 76 | |
| ノ | 37 | |
| ﾉ | 30 | 11.9% |
| ツ | 18 | 7.1% |
| ミ | 14 | 5.6% |
| フ | 12 | 4.8% |
| ﾚ | 11 | 4.4% |
| ﾌ | 6 | 2.4% |
| ﾍ | 4 | 1.6% |
| ム | 4 | 1.6% |
| Other values (24) | 40 |
Sinhala
| Value | Count | Frequency (%) |
| ් | 11 | 11.8% |
| න | 9 | 9.7% |
| ක | 7 | 7.5% |
| ි | 6 | 6.5% |
| ත | 5 | 5.4% |
| ෙ | 5 | 5.4% |
| ව | 5 | 5.4% |
| ප | 4 | 4.3% |
| ා | 4 | 4.3% |
| ය | 3 | 3.2% |
| Other values (21) | 34 |
Georgian
| Value | Count | Frequency (%) |
| ა | 35 | |
| ე | 21 | 9.2% |
| ი | 16 | 7.0% |
| მ | 13 | 5.7% |
| თ | 12 | 5.2% |
| ვ | 11 | 4.8% |
| ნ | 10 | 4.4% |
| რ | 10 | 4.4% |
| ლ | 9 | 3.9% |
| ქ | 9 | 3.9% |
| Other values (20) | 83 |
Hiragana
| Value | Count | Frequency (%) |
| つ | 20 | |
| す | 7 | 8.3% |
| く | 5 | 6.0% |
| で | 5 | 6.0% |
| は | 5 | 6.0% |
| い | 4 | 4.8% |
| へ | 4 | 4.8% |
| ゝ | 3 | 3.6% |
| ま | 2 | 2.4% |
| れ | 2 | 2.4% |
| Other values (20) | 27 |
Hebrew
| Value | Count | Frequency (%) |
| י | 13 | |
| ש | 8 | 8.8% |
| ַ | 7 | 7.7% |
| ו | 7 | 7.7% |
| ְ | 6 | 6.6% |
| א | 6 | 6.6% |
| ד | 5 | 5.5% |
| ב | 4 | 4.4% |
| נ | 4 | 4.4% |
| ל | 3 | 3.3% |
| Other values (17) | 28 |
Canadian_Aboriginal
| Value | Count | Frequency (%) |
| ᙍ | 3 | |
| ᙢ | 2 | |
| ᖇ | 2 | |
| ᗅ | 2 | |
| ᐢ | 2 | |
| ᕙ | 2 | |
| ᕼ | 1 | 4.8% |
| ᓎ | 1 | 4.8% |
| ᒪ | 1 | 4.8% |
| ᗫ | 1 | 4.8% |
| Other values (4) | 4 |
Bopomofo
| Value | Count | Frequency (%) |
| ㄥ | 2 | |
| ㄖ | 1 | |
| ㄒ | 1 | |
| ㄚ | 1 |
Kannada
| Value | Count | Frequency (%) |
| ಠ | 6 | |
| ಥ | 2 | 25.0% |
Yi
| Value | Count | Frequency (%) |
| ꈍ | 2 | |
| ꇴ | 1 |
Tibetan
| Value | Count | Frequency (%) |
| ༽ | 2 | |
| ༼ | 1 |
Tamil
| Value | Count | Frequency (%) |
| ஜ | 4 |
Oriya
| Value | Count | Frequency (%) |
| ଠ | 3 |
Syriac
| Value | Count | Frequency (%) |
| ܫ | 2 |
Armenian
| Value | Count | Frequency (%) |
| ֎ | 2 |
Gurmukhi
| Value | Count | Frequency (%) |
| ੭ | 2 |
Devanagari
| Value | Count | Frequency (%) |
| ु | 1 |
Gujarati
| Value | Count | Frequency (%) |
| ૮ | 1 |
Telugu
| Value | Count | Frequency (%) |
| ౦ | 1 |
Cherokee
| Value | Count | Frequency (%) |
| Ꮇ | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44654941 | |
| Braille | 136345 | 0.3% |
| Cyrillic | 32023 | 0.1% |
| Misc Symbols | 17231 | < 0.1% |
| None | 14990 | < 0.1% |
| Block Elements | 14197 | < 0.1% |
| Diacriticals | 10677 | < 0.1% |
| Thai | 8061 | < 0.1% |
| Punctuation | 5743 | < 0.1% |
| Runic | 4532 | < 0.1% |
| Other values (49) | 18329 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 7854422 | ||
| e | 4005386 | 9.0% |
| t | 2952395 | 6.6% |
| a | 2801201 | 6.3% |
| o | 2523178 | 5.7% |
| i | 2414974 | 5.4% |
| n | 2193975 | 4.9% |
| s | 2141548 | 4.8% |
| r | 1808764 | 4.1% |
| l | 1564702 | 3.5% |
| Other values (88) | 14394396 |
Braille
| Value | Count | Frequency (%) |
| ⣿ | 40541 | |
| ⠀ | 40267 | |
| ⠄ | 5553 | 4.1% |
| ⣀ | 2038 | 1.5% |
| ⠉ | 2027 | 1.5% |
| ⢀ | 1654 | 1.2% |
| ⠛ | 1567 | 1.1% |
| ⢸ | 1431 | 1.0% |
| ⣤ | 1327 | 1.0% |
| ⣶ | 1319 | 1.0% |
| Other values (246) | 38621 |
Misc Symbols
| Value | Count | Frequency (%) |
| ☐ | 13027 | |
| ☑ | 3221 | 18.7% |
| ♥ | 324 | 1.9% |
| ★ | 176 | 1.0% |
| ⚔ | 76 | 0.4% |
| ☼ | 63 | 0.4% |
| ☠ | 58 | 0.3% |
| ♬ | 56 | 0.3% |
| ☯ | 48 | 0.3% |
| ☒ | 48 | 0.3% |
| Other values (21) | 134 | 0.8% |
Block Elements
| Value | Count | Frequency (%) |
| █ | 5044 | |
| ░ | 4271 | |
| ▒ | 1730 | 12.2% |
| ▓ | 1155 | 8.1% |
| ▀ | 756 | 5.3% |
| ▄ | 748 | 5.3% |
| ▐ | 166 | 1.2% |
| ▌ | 151 | 1.1% |
| ▃ | 60 | 0.4% |
| ▇ | 28 | 0.2% |
| Other values (5) | 88 | 0.6% |
Cyrillic
| Value | Count | Frequency (%) |
| о | 3563 | 11.1% |
| а | 2577 | 8.0% |
| е | 2479 | 7.7% |
| т | 2161 | 6.7% |
| и | 2124 | 6.6% |
| н | 1880 | 5.9% |
| р | 1634 | 5.1% |
| с | 1443 | 4.5% |
| в | 1262 | 3.9% |
| л | 1174 | 3.7% |
| Other values (64) | 11726 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 2791 | |
| ‘ | 461 | 8.0% |
| • | 361 | 6.3% |
| | 354 | 6.2% |
| — | 300 | 5.2% |
| “ | 281 | 4.9% |
| ” | 269 | 4.7% |
| … | 199 | 3.5% |
| – | 173 | 3.0% |
| 125 | 2.2% | |
| Other values (26) | 429 | 7.5% |
Box Drawing
| Value | Count | Frequency (%) |
| ─ | 2103 | |
| ┌ | 1096 | |
| ━ | 75 | 2.1% |
| ═ | 52 | 1.4% |
| ║ | 51 | 1.4% |
| ╗ | 28 | 0.8% |
| ┃ | 25 | 0.7% |
| ┈ | 25 | 0.7% |
| ╝ | 23 | 0.6% |
| ╔ | 23 | 0.6% |
| Other values (18) | 118 | 3.3% |
None
| Value | Count | Frequency (%) |
| 🔲 | 1681 | 11.2% |
| 1070 | 7.1% | |
| ¨ | 641 | 4.3% |
| é | 566 | 3.8% |
| ı | 547 | 3.6% |
| á | 486 | 3.2% |
| å | 466 | 3.1% |
| ´ | 457 | 3.0% |
| ä | 453 | 3.0% |
| ö | 425 | 2.8% |
| Other values (454) | 8198 |
Geometric Shapes
| Value | Count | Frequency (%) |
| ▬ | 996 | |
| ▢ | 131 | 8.8% |
| ◢ | 64 | 4.3% |
| ◥ | 64 | 4.3% |
| ◤ | 64 | 4.3% |
| ◣ | 64 | 4.3% |
| ► | 27 | 1.8% |
| ■ | 15 | 1.0% |
| ● | 15 | 1.0% |
| ◕ | 12 | 0.8% |
| Other values (12) | 32 | 2.2% |
VS
| Value | Count | Frequency (%) |
| ️ | 777 | |
| ︎ | 56 | 6.7% |
Thai
| Value | Count | Frequency (%) |
| า | 506 | 6.3% |
| น | 493 | 6.1% |
| เ | 468 | 5.8% |
| ม | 431 | 5.3% |
| ก | 428 | 5.3% |
| ่ | 422 | 5.2% |
| อ | 386 | 4.8% |
| ร | 314 | 3.9% |
| ้ | 312 | 3.9% |
| ล | 246 | 3.1% |
| Other values (49) | 4055 |
Runic
| Value | Count | Frequency (%) |
| ᛖ | 428 | 9.4% |
| ᛁ | 370 | 8.2% |
| ᛏ | 333 | 7.3% |
| ᚨ | 316 | 7.0% |
| ᚾ | 269 | 5.9% |
| ᛟ | 255 | 5.6% |
| ᚱ | 231 | 5.1% |
| ᛚ | 197 | 4.3% |
| ᚢ | 180 | 4.0% |
| ᛋ | 179 | 3.9% |
| Other values (71) | 1774 |
Vertical Forms
| Value | Count | Frequency (%) |
| ︘ | 361 |
Dingbats
| Value | Count | Frequency (%) |
| ✅ | 354 | |
| ✔ | 180 | |
| ❤ | 82 | 9.4% |
| ✫ | 71 | 8.1% |
| ✓ | 52 | 5.9% |
| ✧ | 31 | 3.5% |
| ✦ | 18 | 2.1% |
| ➾ | 15 | 1.7% |
| ❌ | 14 | 1.6% |
| ✪ | 11 | 1.3% |
| Other values (14) | 47 | 5.4% |
Phonetic Ext
| Value | Count | Frequency (%) |
| ᴇ | 351 | |
| ᴀ | 276 | |
| ᴛ | 274 | |
| ᴏ | 270 | |
| ᴜ | 131 | 7.3% |
| ᴅ | 114 | 6.4% |
| ᴍ | 107 | 6.0% |
| ᴡ | 64 | 3.6% |
| ᴄ | 63 | 3.5% |
| ᴠ | 42 | 2.3% |
| Other values (15) | 100 | 5.6% |
Diacriticals
| Value | Count | Frequency (%) |
| ̶ | 249 | 2.3% |
| ͝ | 239 | 2.2% |
| ̈́ | 216 | 2.0% |
| ͜ | 143 | 1.3% |
| ͊ | 139 | 1.3% |
| ͑ | 135 | 1.3% |
| ̑ | 134 | 1.3% |
| ̽ | 133 | 1.2% |
| ̃ | 133 | 1.2% |
| ͒ | 131 | 1.2% |
| Other values (86) | 9025 |
IPA Ext
| Value | Count | Frequency (%) |
| ɪ | 234 | |
| ɴ | 223 | |
| ʀ | 183 | |
| ʟ | 159 | |
| ʜ | 145 | |
| ʏ | 108 | |
| ɢ | 97 | |
| ʙ | 51 | 4.1% |
| ʖ | 22 | 1.8% |
| ə | 4 | 0.3% |
| Other values (3) | 8 | 0.6% |
Arabic
| Value | Count | Frequency (%) |
| ا | 225 | 13.0% |
| ل | 141 | 8.1% |
| ي | 105 | 6.1% |
| ه | 98 | 5.7% |
| م | 98 | 5.7% |
| ب | 94 | 5.4% |
| ر | 84 | 4.8% |
| ن | 77 | 4.4% |
| ت | 77 | 4.4% |
| و | 74 | 4.3% |
| Other values (45) | 659 |
Currency Symbols
| Value | Count | Frequency (%) |
| € | 189 |
Compat Jamo
| Value | Count | Frequency (%) |
| ㅤ | 159 | |
| ㅁ | 1 | 0.6% |
Geometric Shapes Ext
| Value | Count | Frequency (%) |
| 🟨 | 113 | |
| 🟦 | 56 | |
| 🟫 | 46 | |
| 🟥 | 2 | 0.9% |
| 🟩 | 2 | 0.9% |
CJK
| Value | Count | Frequency (%) |
| 我 | 90 | 4.0% |
| 的 | 83 | 3.7% |
| 马 | 73 | 3.3% |
| 蜂 | 72 | 3.2% |
| 恨 | 72 | 3.2% |
| 了 | 35 | 1.6% |
| 是 | 35 | 1.6% |
| 不 | 34 | 1.5% |
| 一 | 29 | 1.3% |
| 玩 | 29 | 1.3% |
| Other values (633) | 1682 |
Katakana
| Value | Count | Frequency (%) |
| ヽ | 76 | |
| ノ | 37 | |
| ツ | 18 | 8.8% |
| ー | 16 | 7.8% |
| ミ | 14 | 6.9% |
| フ | 12 | 5.9% |
| ム | 4 | 2.0% |
| ヮ | 3 | 1.5% |
| ジ | 2 | 1.0% |
| オ | 2 | 1.0% |
| Other values (14) | 20 | 9.8% |
Math Alphanum
| Value | Count | Frequency (%) |
| 𝔢 | 70 | 4.3% |
| 𝔞 | 48 | 2.9% |
| 𝔬 | 48 | 2.9% |
| 𝔱 | 47 | 2.9% |
| 𝔦 | 46 | 2.8% |
| 𝔰 | 43 | 2.6% |
| 𝐄 | 42 | 2.6% |
| 𝔫 | 39 | 2.4% |
| 𝖊 | 36 | 2.2% |
| 𝐎 | 35 | 2.1% |
| Other values (229) | 1188 |
Math Operators
| Value | Count | Frequency (%) |
| ⋆ | 37 | |
| ⊱ | 14 | 18.7% |
| ∞ | 8 | 10.7% |
| √ | 3 | 4.0% |
| ∩ | 3 | 4.0% |
| ≧ | 2 | 2.7% |
| ≦ | 2 | 2.7% |
| ∗ | 2 | 2.7% |
| ≡ | 1 | 1.3% |
| ⊏ | 1 | 1.3% |
| Other values (2) | 2 | 2.7% |
Georgian
| Value | Count | Frequency (%) |
| ა | 35 | |
| ე | 21 | 9.2% |
| ი | 16 | 7.0% |
| მ | 13 | 5.7% |
| თ | 12 | 5.2% |
| ვ | 11 | 4.8% |
| ნ | 10 | 4.4% |
| რ | 10 | 4.4% |
| ლ | 9 | 3.9% |
| ქ | 9 | 3.9% |
| Other values (20) | 83 |
Misc Technical
| Value | Count | Frequency (%) |
| ⌒ | 34 | |
| ⏲ | 2 | 4.8% |
| ⏳ | 2 | 4.8% |
| ⏰ | 2 | 4.8% |
| ⌓ | 1 | 2.4% |
| ⏱ | 1 | 2.4% |
Letterlike Symbols
| Value | Count | Frequency (%) |
| ™ | 32 | |
| ℑ | 3 | 7.1% |
| ℝ | 2 | 4.8% |
| ℭ | 2 | 4.8% |
| ℎ | 1 | 2.4% |
| ℂ | 1 | 2.4% |
| ℕ | 1 | 2.4% |
Emoticons
| Value | Count | Frequency (%) |
| 😂 | 28 | |
| 😍 | 25 | |
| 😎 | 18 | 10.0% |
| 😊 | 14 | 7.8% |
| 😁 | 8 | 4.4% |
| 🙂 | 7 | 3.9% |
| 😉 | 6 | 3.3% |
| 😫 | 5 | 2.8% |
| 😄 | 5 | 2.8% |
| 😏 | 5 | 2.8% |
| Other values (33) | 59 |
Hangul
| Value | Count | Frequency (%) |
| 게 | 27 | 3.9% |
| 이 | 24 | 3.5% |
| 도 | 21 | 3.0% |
| 해 | 20 | 2.9% |
| 라 | 20 | 2.9% |
| 다 | 19 | 2.7% |
| 는 | 16 | 2.3% |
| 되 | 16 | 2.3% |
| 달 | 14 | 2.0% |
| 하 | 13 | 1.9% |
| Other values (233) | 504 |
Hiragana
| Value | Count | Frequency (%) |
| つ | 20 | |
| す | 7 | 8.3% |
| く | 5 | 6.0% |
| で | 5 | 6.0% |
| は | 5 | 6.0% |
| い | 4 | 4.8% |
| へ | 4 | 4.8% |
| ゝ | 3 | 3.6% |
| ま | 2 | 2.4% |
| れ | 2 | 2.4% |
| Other values (20) | 27 |
Tags
| Value | Count | Frequency (%) |
| | 18 |
Arrows
| Value | Count | Frequency (%) |
| ↑ | 18 | |
| ↠ | 12 | |
| ↞ | 12 | |
| ⇑ | 4 | 8.0% |
| ↩ | 1 | 2.0% |
| → | 1 | 2.0% |
| ↘ | 1 | 2.0% |
| ↪ | 1 | 2.0% |
Hebrew
| Value | Count | Frequency (%) |
| י | 13 | |
| ש | 8 | 8.8% |
| ַ | 7 | 7.7% |
| ו | 7 | 7.7% |
| ְ | 6 | 6.6% |
| א | 6 | 6.6% |
| ד | 5 | 5.5% |
| ב | 4 | 4.4% |
| נ | 4 | 4.4% |
| ל | 3 | 3.3% |
| Other values (17) | 28 |
Sinhala
| Value | Count | Frequency (%) |
| ් | 11 | 11.8% |
| න | 9 | 9.7% |
| ක | 7 | 7.5% |
| ි | 6 | 6.5% |
| ත | 5 | 5.4% |
| ෙ | 5 | 5.4% |
| ව | 5 | 5.4% |
| ප | 4 | 4.3% |
| ා | 4 | 4.3% |
| ය | 3 | 3.2% |
| Other values (21) | 34 |
Latin Ext Additional
| Value | Count | Frequency (%) |
| ố | 7 | |
| ờ | 4 | 8.3% |
| ộ | 4 | 8.3% |
| ợ | 3 | 6.2% |
| ệ | 3 | 6.2% |
| ề | 2 | 4.2% |
| ồ | 2 | 4.2% |
| ẫ | 2 | 4.2% |
| ể | 2 | 4.2% |
| ớ | 2 | 4.2% |
| Other values (14) | 17 |
Kannada
| Value | Count | Frequency (%) |
| ಠ | 6 | |
| ಥ | 2 | 25.0% |
Sup Punctuation
| Value | Count | Frequency (%) |
| ⸸ | 6 |
Modifier Letters
| Value | Count | Frequency (%) |
| ʰ | 4 | |
| ʳ | 3 | |
| ˶ | 2 | |
| ˘ | 2 | |
| ˂ | 2 | |
| ˃ | 2 | |
| ˈ | 2 | |
| ˢ | 1 | 5.3% |
| ʸ | 1 | 5.3% |
Tamil
| Value | Count | Frequency (%) |
| ஜ | 4 |
Enclosed Alphanum Sup
| Value | Count | Frequency (%) |
| 🆒 | 4 | |
| 🇳 | 2 | |
| 🇴 | 1 | 8.3% |
| 🇨 | 1 | 8.3% |
| 🇮 | 1 | 8.3% |
| 🇹 | 1 | 8.3% |
| 🇫 | 1 | 8.3% |
| 🇷 | 1 | 8.3% |
Oriya
| Value | Count | Frequency (%) |
| ଠ | 3 |
UCAS
| Value | Count | Frequency (%) |
| ᙍ | 3 | |
| ᙢ | 2 | |
| ᖇ | 2 | |
| ᗅ | 2 | |
| ᐢ | 2 | |
| ᕙ | 2 | |
| ᕼ | 1 | 4.8% |
| ᓎ | 1 | 4.8% |
| ᒪ | 1 | 4.8% |
| ᗫ | 1 | 4.8% |
| Other values (4) | 4 |
Syriac
| Value | Count | Frequency (%) |
| ܫ | 2 |
Number Forms
| Value | Count | Frequency (%) |
| ↂ | 2 | |
| ⅓ | 1 |
Yi Syllables
| Value | Count | Frequency (%) |
| ꈍ | 2 | |
| ꇴ | 1 |
Armenian
| Value | Count | Frequency (%) |
| ֎ | 2 |
Tibetan
| Value | Count | Frequency (%) |
| ༽ | 2 | |
| ༼ | 1 |
CJK Compat Forms
| Value | Count | Frequency (%) |
| ︵ | 2 | |
| ︶ | 1 |
Gurmukhi
| Value | Count | Frequency (%) |
| ੭ | 2 |
Bopomofo
| Value | Count | Frequency (%) |
| ㄥ | 2 | |
| ㄖ | 1 | |
| ㄒ | 1 | |
| ㄚ | 1 |
Sup Math Operators
| Value | Count | Frequency (%) |
| ⫷ | 1 | |
| ⫸ | 1 |
Devanagari
| Value | Count | Frequency (%) |
| ु | 1 |
Jamo
| Value | Count | Frequency (%) |
| ᅠ | 1 |
Gujarati
| Value | Count | Frequency (%) |
| ૮ | 1 |
Telugu
| Value | Count | Frequency (%) |
| ౦ | 1 |
Cyrillic Sup
| Value | Count | Frequency (%) |
| ԁ | 1 |
Phonetic Ext Sup
| Value | Count | Frequency (%) |
| ᶦ | 1 |
Cherokee
| Value | Count | Frequency (%) |
| Ꮇ | 1 |
recommended
Boolean
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 238.2 KiB |
| True | |
|---|---|
| False | 11457 |
| Value | Count | Frequency (%) |
| True | 232339 | |
| False | 11457 | 4.7% |
votes_up
Real number (ℝ)
HIGH CORRELATION SKEWED ZEROS
| Distinct | 287 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.94564718 |
| Minimum | 0 |
|---|---|
| Maximum | 12801 |
| Zeros | 190514 |
| Zeros (%) | 78.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 12801 |
| Range | 12801 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 39.007339 |
|---|---|
| Coefficient of variation (CV) | 41.249358 |
| Kurtosis | 56059.18 |
| Mean | 0.94564718 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 203.61114 |
| Sum | 230545 |
| Variance | 1521.5725 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 190514 | |
| 1 | 38416 | 15.8% |
| 2 | 8566 | 3.5% |
| 3 | 2642 | 1.1% |
| 4 | 1121 | 0.5% |
| 5 | 633 | 0.3% |
| 6 | 376 | 0.2% |
| 7 | 222 | 0.1% |
| 8 | 155 | 0.1% |
| 9 | 110 | < 0.1% |
| Other values (277) | 1041 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 190514 | |
| 1 | 38416 | 15.8% |
| 2 | 8566 | 3.5% |
| 3 | 2642 | 1.1% |
| 4 | 1121 | 0.5% |
| 5 | 633 | 0.3% |
| 6 | 376 | 0.2% |
| 7 | 222 | 0.1% |
| 8 | 155 | 0.1% |
| 9 | 110 | < 0.1% |
| Value | Count | Frequency (%) |
| 12801 | 1 | |
| 7545 | 1 | |
| 4799 | 1 | |
| 4551 | 1 | |
| 3885 | 1 | |
| 3665 | 1 | |
| 2555 | 1 | |
| 2294 | 1 | |
| 2215 | 1 | |
| 2169 | 1 |
votes_funny
Real number (ℝ)
SKEWED ZEROS
| Distinct | 131 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.19794418 |
| Minimum | 0 |
|---|---|
| Maximum | 3819 |
| Zeros | 229418 |
| Zeros (%) | 94.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 3819 |
| Range | 3819 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.363246 |
|---|---|
| Coefficient of variation (CV) | 52.354383 |
| Kurtosis | 83428.813 |
| Mean | 0.19794418 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 255.12259 |
| Sum | 48258 |
| Variance | 107.39686 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 229418 | |
| 1 | 11119 | 4.6% |
| 2 | 1800 | 0.7% |
| 3 | 560 | 0.2% |
| 4 | 263 | 0.1% |
| 5 | 161 | 0.1% |
| 6 | 76 | < 0.1% |
| 7 | 59 | < 0.1% |
| 8 | 26 | < 0.1% |
| 10 | 25 | < 0.1% |
| Other values (121) | 289 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 229418 | |
| 1 | 11119 | 4.6% |
| 2 | 1800 | 0.7% |
| 3 | 560 | 0.2% |
| 4 | 263 | 0.1% |
| 5 | 161 | 0.1% |
| 6 | 76 | < 0.1% |
| 7 | 59 | < 0.1% |
| 8 | 26 | < 0.1% |
| 9 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 3819 | 1 | |
| 2034 | 1 | |
| 1225 | 1 | |
| 1124 | 1 | |
| 777 | 1 | |
| 618 | 1 | |
| 616 | 1 | |
| 552 | 1 | |
| 432 | 1 | |
| 393 | 1 |
weighted_vote_score
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 11254 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12625959 |
| Minimum | 0 |
|---|---|
| Maximum | 0.98734313 |
| Zeros | 183422 |
| Zeros (%) | 75.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.52380955 |
| Maximum | 0.98734313 |
| Range | 0.98734313 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.22133097 |
|---|---|
| Coefficient of variation (CV) | 1.7529834 |
| Kurtosis | -0.46353409 |
| Mean | 0.12625959 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.209239 |
| Sum | 30781.584 |
| Variance | 0.048987396 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 183422 | |
| 0.5238095522 | 21713 | 8.9% |
| 0.4761904776 | 3701 | 1.5% |
| 0.5217391253 | 3050 | 1.3% |
| 0.5454545617 | 2465 | 1.0% |
| 0.5258620381 | 1105 | 0.5% |
| 0.5199999809 | 973 | 0.4% |
| 0.5435684919 | 690 | 0.3% |
| 0.5 | 680 | 0.3% |
| 0.4782608747 | 555 | 0.2% |
| Other values (11244) | 25442 | 10.4% |
| Value | Count | Frequency (%) |
| 0 | 183422 | |
| 0.05176601559 | 1 | < 0.1% |
| 0.05209301785 | 1 | < 0.1% |
| 0.05886371434 | 1 | < 0.1% |
| 0.0703176707 | 1 | < 0.1% |
| 0.07624514401 | 1 | < 0.1% |
| 0.09101685137 | 1 | < 0.1% |
| 0.09978618473 | 1 | < 0.1% |
| 0.1087437794 | 1 | < 0.1% |
| 0.111699082 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9873431325 | 1 | |
| 0.978090167 | 1 | |
| 0.9708840251 | 1 | |
| 0.9703885913 | 1 | |
| 0.9696296453 | 1 | |
| 0.9687287807 | 1 | |
| 0.9653742313 | 1 | |
| 0.9638834 | 1 | |
| 0.9636279941 | 1 | |
| 0.9583317637 | 1 |
comment_count
Real number (ℝ)
SKEWED ZEROS
| Distinct | 49 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.040410835 |
| Minimum | 0 |
|---|---|
| Maximum | 227 |
| Zeros | 239599 |
| Zeros (%) | 98.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 227 |
| Range | 227 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.911759 |
|---|---|
| Coefficient of variation (CV) | 22.562241 |
| Kurtosis | 24790.811 |
| Mean | 0.040410835 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 129.01329 |
| Sum | 9852 |
| Variance | 0.83130447 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 0 | 239599 | |
| 1 | 2717 | 1.1% |
| 2 | 739 | 0.3% |
| 3 | 291 | 0.1% |
| 4 | 139 | 0.1% |
| 5 | 69 | < 0.1% |
| 6 | 54 | < 0.1% |
| 7 | 33 | < 0.1% |
| 8 | 20 | < 0.1% |
| 10 | 17 | < 0.1% |
| Other values (39) | 118 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 239599 | |
| 1 | 2717 | 1.1% |
| 2 | 739 | 0.3% |
| 3 | 291 | 0.1% |
| 4 | 139 | 0.1% |
| 5 | 69 | < 0.1% |
| 6 | 54 | < 0.1% |
| 7 | 33 | < 0.1% |
| 8 | 20 | < 0.1% |
| 9 | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 227 | 1 | |
| 172 | 1 | |
| 136 | 1 | |
| 100 | 1 | |
| 87 | 1 | |
| 82 | 1 | |
| 73 | 1 | |
| 61 | 1 | |
| 54 | 1 | |
| 52 | 1 |
steam_purchase
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 238.2 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 210581 | |
| False | 33215 | 13.6% |
received_for_free
Boolean
IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 238.2 KiB |
| False | |
|---|---|
| True | 4082 |
| Value | Count | Frequency (%) |
| False | 239714 | |
| True | 4082 | 1.7% |
steamid
Real number (ℝ)
UNIQUE
| Distinct | 243796 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.6561198 × 1016 |
| Minimum | 7.6561198 × 1016 |
|---|---|
| Maximum | 7.65612 × 1016 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 7.6561198 × 1016 |
|---|---|
| 5-th percentile | 7.6561198 × 1016 |
| Q1 | 7.6561198 × 1016 |
| median | 7.6561198 × 1016 |
| Q3 | 7.6561198 × 1016 |
| 95-th percentile | 7.6561199 × 1016 |
| Maximum | 7.65612 × 1016 |
| Range | 1.5517193 × 109 |
| Interquartile range (IQR) | 3.0900125 × 108 |
Descriptive statistics
| Standard deviation | 3.7511685 × 108 |
|---|---|
| Coefficient of variation (CV) | 4.8995687 × 10-9 |
| Kurtosis | 0.41680541 |
| Mean | 7.6561198 × 1016 |
| Median Absolute Deviation (MAD) | 1.020186 × 108 |
| Skewness | 1.3776501 |
| Sum | -2.7911055 × 1018 |
| Variance | 1.4071265 × 1017 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 7.656119809 × 1016 | 1 | < 0.1% |
| 7.656119799 × 1016 | 1 | < 0.1% |
| 7.656119808 × 1016 | 1 | < 0.1% |
| 7.656119846 × 1016 | 1 | < 0.1% |
| 7.656119827 × 1016 | 1 | < 0.1% |
| 7.656119805 × 1016 | 1 | < 0.1% |
| 7.656119797 × 1016 | 1 | < 0.1% |
| 7.656119804 × 1016 | 1 | < 0.1% |
| 7.656119798 × 1016 | 1 | < 0.1% |
| 7.656119797 × 1016 | 1 | < 0.1% |
| Other values (243786) | 243786 |
| Value | Count | Frequency (%) |
| 7.656119796 × 1016 | 1 | |
| 7.656119796 × 1016 | 1 | |
| 7.656119796 × 1016 | 1 | |
| 7.656119796 × 1016 | 1 | |
| 7.656119796 × 1016 | 1 | |
| 7.656119796 × 1016 | 1 | |
| 7.656119796 × 1016 | 1 | |
| 7.656119796 × 1016 | 1 | |
| 7.656119796 × 1016 | 1 | |
| 7.656119796 × 1016 | 1 |
| Value | Count | Frequency (%) |
| 7.656119951 × 1016 | 1 | |
| 7.656119951 × 1016 | 1 | |
| 7.656119951 × 1016 | 1 | |
| 7.656119951 × 1016 | 1 | |
| 7.656119951 × 1016 | 1 | |
| 7.656119951 × 1016 | 1 | |
| 7.65611995 × 1016 | 1 | |
| 7.65611995 × 1016 | 1 | |
| 7.65611995 × 1016 | 1 | |
| 7.65611995 × 1016 | 1 |
num_games_owned
Real number (ℝ)
ZEROS
| Distinct | 2105 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 78.462341 |
| Minimum | 0 |
|---|---|
| Maximum | 19536 |
| Zeros | 156986 |
| Zeros (%) | 64.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 74 |
| 95-th percentile | 383 |
| Maximum | 19536 |
| Range | 19536 |
| Interquartile range (IQR) | 74 |
Descriptive statistics
| Standard deviation | 227.99201 |
|---|---|
| Coefficient of variation (CV) | 2.9057508 |
| Kurtosis | 541.58573 |
| Mean | 78.462341 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 13.768359 |
| Sum | 19128805 |
| Variance | 51980.358 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 156986 | |
| 53 | 480 | 0.2% |
| 46 | 464 | 0.2% |
| 51 | 456 | 0.2% |
| 44 | 456 | 0.2% |
| 39 | 453 | 0.2% |
| 32 | 452 | 0.2% |
| 54 | 452 | 0.2% |
| 38 | 448 | 0.2% |
| 55 | 447 | 0.2% |
| Other values (2095) | 82702 |
| Value | Count | Frequency (%) |
| 0 | 156986 | |
| 1 | 33 | < 0.1% |
| 2 | 44 | < 0.1% |
| 3 | 89 | < 0.1% |
| 4 | 81 | < 0.1% |
| 5 | 105 | < 0.1% |
| 6 | 114 | < 0.1% |
| 7 | 153 | 0.1% |
| 8 | 158 | 0.1% |
| 9 | 186 | 0.1% |
| Value | Count | Frequency (%) |
| 19536 | 1 | |
| 15321 | 1 | |
| 11402 | 1 | |
| 11116 | 1 | |
| 10704 | 1 | |
| 10674 | 1 | |
| 10553 | 1 | |
| 9768 | 1 | |
| 8837 | 1 | |
| 8587 | 1 |
num_reviews
Real number (ℝ)
SKEWED
| Distinct | 422 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.364633 |
| Minimum | 1 |
|---|---|
| Maximum | 2552 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 12 |
| 95-th percentile | 41 |
| Maximum | 2552 |
| Range | 2551 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 24.070047 |
|---|---|
| Coefficient of variation (CV) | 2.1179784 |
| Kurtosis | 1130.1785 |
| Mean | 11.364633 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 20.166964 |
| Sum | 2770652 |
| Variance | 579.36717 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 38345 | |
| 2 | 30807 | |
| 3 | 24134 | 9.9% |
| 4 | 19317 | 7.9% |
| 5 | 15762 | 6.5% |
| 6 | 12871 | 5.3% |
| 7 | 10800 | 4.4% |
| 8 | 9131 | 3.7% |
| 9 | 7777 | 3.2% |
| 10 | 6673 | 2.7% |
| Other values (412) | 68179 |
| Value | Count | Frequency (%) |
| 1 | 38345 | |
| 2 | 30807 | |
| 3 | 24134 | |
| 4 | 19317 | |
| 5 | 15762 | |
| 6 | 12871 | 5.3% |
| 7 | 10800 | 4.4% |
| 8 | 9131 | 3.7% |
| 9 | 7777 | 3.2% |
| 10 | 6673 | 2.7% |
| Value | Count | Frequency (%) |
| 2552 | 1 | |
| 1969 | 1 | |
| 1587 | 1 | |
| 1418 | 1 | |
| 1324 | 1 | |
| 1273 | 1 | |
| 1154 | 1 | |
| 1111 | 1 | |
| 1100 | 1 | |
| 1081 | 1 |
| Distinct | 241140 |
|---|---|
| Distinct (%) | 98.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| Minimum | 2021-02-02 15:04:25 |
|---|---|
| Maximum | 2023-06-19 18:59:39 |
Histogram with fixed size bins (bins=50)
| Distinct | 241298 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| Minimum | 2021-02-02 15:04:25 |
|---|---|
| Maximum | 2023-06-19 18:59:39 |
Histogram with fixed size bins (bins=50)
last_played_utc
Date
| Distinct | 242435 |
|---|---|
| Distinct (%) | 99.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| Minimum | 2021-02-02 15:41:35 |
|---|---|
| Maximum | 2023-06-19 19:59:41 |
Histogram with fixed size bins (bins=50)
playtime_forever_hour
Real number (ℝ)
HIGH CORRELATION
| Distinct | 12952 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 188.3866 |
| Minimum | 0 |
|---|---|
| Maximum | 20276.8 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 11.5 |
| Q1 | 51 |
| median | 109.2 |
| Q3 | 216.8 |
| 95-th percentile | 598.325 |
| Maximum | 20276.8 |
| Range | 20276.8 |
| Interquartile range (IQR) | 165.8 |
Descriptive statistics
| Standard deviation | 304.85813 |
|---|---|
| Coefficient of variation (CV) | 1.6182581 |
| Kurtosis | 363.78869 |
| Mean | 188.3866 |
| Median Absolute Deviation (MAD) | 70.6 |
| Skewness | 11.40304 |
| Sum | 45927900 |
| Variance | 92938.482 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.2 | 199 | 0.1% |
| 0.4 | 184 | 0.1% |
| 24.4 | 177 | 0.1% |
| 20.6 | 177 | 0.1% |
| 0.6 | 173 | 0.1% |
| 25.4 | 172 | 0.1% |
| 14 | 170 | 0.1% |
| 1 | 168 | 0.1% |
| 56.8 | 168 | 0.1% |
| 31.8 | 167 | 0.1% |
| Other values (12942) | 242041 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 0.1 | 98 | |
| 0.2 | 199 | |
| 0.3 | 118 | |
| 0.4 | 184 | |
| 0.5 | 132 | |
| 0.6 | 173 | |
| 0.7 | 112 | |
| 0.8 | 136 | |
| 0.9 | 112 |
| Value | Count | Frequency (%) |
| 20276.8 | 1 | |
| 18363.3 | 1 | |
| 18087.1 | 1 | |
| 15262.7 | 1 | |
| 14567.2 | 1 | |
| 13917.9 | 1 | |
| 13304.6 | 1 | |
| 12496.9 | 1 | |
| 12160.6 | 1 | |
| 10763.6 | 1 |
playtime_last_two_weeks_hour
Real number (ℝ)
ZEROS
| Distinct | 1089 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0266571 |
| Minimum | 0 |
|---|---|
| Maximum | 333.9 |
| Zeros | 224816 |
| Zeros (%) | 92.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 333.9 |
| Range | 333.9 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.4722715 |
|---|---|
| Coefficient of variation (CV) | 7.2782542 |
| Kurtosis | 370.26895 |
| Mean | 1.0266571 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 15.313897 |
| Sum | 250294.9 |
| Variance | 55.834841 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 224816 | |
| 0.1 | 1087 | 0.4% |
| 0.2 | 935 | 0.4% |
| 0.4 | 554 | 0.2% |
| 0.3 | 450 | 0.2% |
| 0.6 | 415 | 0.2% |
| 0.5 | 359 | 0.1% |
| 1 | 352 | 0.1% |
| 0.8 | 310 | 0.1% |
| 1.2 | 292 | 0.1% |
| Other values (1079) | 14226 | 5.8% |
| Value | Count | Frequency (%) |
| 0 | 224816 | |
| 0.1 | 1087 | 0.4% |
| 0.2 | 935 | 0.4% |
| 0.3 | 450 | 0.2% |
| 0.4 | 554 | 0.2% |
| 0.5 | 359 | 0.1% |
| 0.6 | 415 | 0.2% |
| 0.7 | 255 | 0.1% |
| 0.8 | 310 | 0.1% |
| 0.9 | 241 | 0.1% |
| Value | Count | Frequency (%) |
| 333.9 | 1 | |
| 333.5 | 1 | |
| 330.7 | 1 | |
| 328.3 | 1 | |
| 314.8 | 1 | |
| 314.3 | 1 | |
| 308.9 | 1 | |
| 308.1 | 1 | |
| 307.8 | 1 | |
| 304.2 | 1 |
playtime_at_review_hour
Real number (ℝ)
HIGH CORRELATION
| Distinct | 7178 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.22876 |
| Minimum | 0.1 |
|---|---|
| Maximum | 10195.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.9 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 3.5 |
| Q1 | 12 |
| median | 32.9 |
| Q3 | 78.4 |
| 95-th percentile | 236.3 |
| Maximum | 10195.2 |
| Range | 10195.1 |
| Interquartile range (IQR) | 66.4 |
Descriptive statistics
| Standard deviation | 131.42616 |
|---|---|
| Coefficient of variation (CV) | 1.898433 |
| Kurtosis | 331.87878 |
| Mean | 69.22876 |
| Median Absolute Deviation (MAD) | 25.1 |
| Skewness | 10.976204 |
| Sum | 16877695 |
| Variance | 17272.837 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3.2 | 1015 | 0.4% |
| 3.4 | 997 | 0.4% |
| 4 | 993 | 0.4% |
| 3.6 | 980 | 0.4% |
| 3.8 | 944 | 0.4% |
| 4.2 | 939 | 0.4% |
| 4.4 | 896 | 0.4% |
| 5 | 877 | 0.4% |
| 5.2 | 834 | 0.3% |
| 5.4 | 822 | 0.3% |
| Other values (7168) | 234499 |
| Value | Count | Frequency (%) |
| 0.1 | 205 | |
| 0.2 | 362 | |
| 0.3 | 242 | |
| 0.4 | 344 | |
| 0.5 | 274 | |
| 0.6 | 327 | |
| 0.7 | 222 | |
| 0.8 | 270 | |
| 0.9 | 212 | |
| 1 | 395 |
| Value | Count | Frequency (%) |
| 10195.2 | 1 | |
| 6539.2 | 1 | |
| 5933.9 | 1 | |
| 5904.4 | 1 | |
| 5749.3 | 1 | |
| 5089.2 | 1 | |
| 4332.3 | 1 | |
| 4297.5 | 1 | |
| 4229.6 | 1 | |
| 4229.2 | 1 |
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| Minimum | 2021-02-01 00:00:00 |
|---|---|
| Maximum | 2023-06-01 00:00:00 |
Histogram with fixed size bins (bins=29)
| Distinct | 29 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
| Minimum | 2021-02-01 00:00:00 |
|---|---|
| Maximum | 2023-06-01 00:00:00 |
Histogram with fixed size bins (bins=29)
| recommendationid | votes_up | votes_funny | weighted_vote_score | comment_count | steamid | num_games_owned | num_reviews | playtime_forever_hour | playtime_last_two_weeks_hour | playtime_at_review_hour | recommended | steam_purchase | received_for_free | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| recommendationid | 1.000 | -0.086 | -0.012 | -0.083 | -0.001 | 0.197 | -0.059 | -0.072 | 0.030 | 0.136 | 0.351 | 0.108 | 0.066 | 0.016 |
| votes_up | -0.086 | 1.000 | 0.190 | 0.861 | 0.102 | -0.088 | 0.098 | 0.120 | -0.001 | -0.019 | -0.019 | 0.000 | 0.000 | 0.000 |
| votes_funny | -0.012 | 0.190 | 1.000 | 0.174 | 0.114 | -0.014 | 0.058 | 0.075 | -0.060 | -0.015 | -0.044 | 0.000 | 0.000 | 0.000 |
| weighted_vote_score | -0.083 | 0.861 | 0.174 | 1.000 | 0.102 | -0.069 | 0.102 | 0.128 | -0.009 | -0.017 | -0.031 | 0.491 | 0.026 | 0.024 |
| comment_count | -0.001 | 0.102 | 0.114 | 0.102 | 1.000 | 0.010 | 0.036 | 0.042 | -0.010 | -0.000 | -0.008 | 0.017 | 0.002 | 0.000 |
| steamid | 0.197 | -0.088 | -0.014 | -0.069 | 0.010 | 1.000 | -0.074 | -0.156 | -0.175 | 0.037 | -0.122 | 0.037 | 0.067 | 0.060 |
| num_games_owned | -0.059 | 0.098 | 0.058 | 0.102 | 0.036 | -0.074 | 1.000 | 0.301 | -0.117 | -0.044 | -0.064 | 0.008 | 0.006 | 0.000 |
| num_reviews | -0.072 | 0.120 | 0.075 | 0.128 | 0.042 | -0.156 | 0.301 | 1.000 | -0.154 | -0.054 | -0.162 | 0.016 | 0.007 | 0.000 |
| playtime_forever_hour | 0.030 | -0.001 | -0.060 | -0.009 | -0.010 | -0.175 | -0.117 | -0.154 | 1.000 | 0.229 | 0.618 | 0.005 | 0.003 | 0.010 |
| playtime_last_two_weeks_hour | 0.136 | -0.019 | -0.015 | -0.017 | -0.000 | 0.037 | -0.044 | -0.054 | 0.229 | 1.000 | 0.122 | 0.007 | 0.008 | 0.007 |
| playtime_at_review_hour | 0.351 | -0.019 | -0.044 | -0.031 | -0.008 | -0.122 | -0.064 | -0.162 | 0.618 | 0.122 | 1.000 | 0.000 | 0.000 | 0.008 |
| recommended | 0.108 | 0.000 | 0.000 | 0.491 | 0.017 | 0.037 | 0.008 | 0.016 | 0.005 | 0.007 | 0.000 | 1.000 | 0.022 | 0.003 |
| steam_purchase | 0.066 | 0.000 | 0.000 | 0.026 | 0.002 | 0.067 | 0.006 | 0.007 | 0.003 | 0.008 | 0.000 | 0.022 | 1.000 | 0.193 |
| received_for_free | 0.016 | 0.000 | 0.000 | 0.024 | 0.000 | 0.060 | 0.000 | 0.000 | 0.010 | 0.007 | 0.008 | 0.003 | 0.193 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| recommendationid | review | recommended | votes_up | votes_funny | weighted_vote_score | comment_count | steam_purchase | received_for_free | steamid | num_games_owned | num_reviews | timestamp_created_utc | timestamp_updated_utc | last_played_utc | playtime_forever_hour | playtime_last_two_weeks_hour | playtime_at_review_hour | timestamp_created_utc_ym | timestamp_updated_utc_ym | last_played_utc_ym | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 140348666 | I played this for 99 minutes EXACTLY. and I HATED EVERY MILLISECOND\r\nThe levelling system makes NO SENSE! and i DONT KNOW how to get ENCHANTED or COPPER WEPAONS!!! i can't level up my BOW SKILL! YOU FAGGOTS!!! The houses look like theyt were fucking sneezed, like PAINT onto a FUCKING CANVAS!!!! WHY ARE THE NPCS DRESSED SO PROVOCATIVELY! I cannot get a pet dog!! i dont know what the FUCK the "amethyst of taming" is AND I DONT KNOW WHERE TO GET IT! FU!CK YOUYRSELF!!! | False | 0 | 0 | 0.000000 | 0 | False | False | 76561198090007828 | 80 | 78 | 2023-06-19 18:59:39 | 2023-06-19 18:59:39 | 2021-02-28 11:10:11 | 1.6 | 0.0 | 1.6 | 2023-06 | 2023-06 | 2021-02 |
| 1 | 140347990 | this game is amazing, and even better with the right mods. | True | 0 | 0 | 0.000000 | 0 | True | False | 76561199501472502 | 0 | 3 | 2023-06-19 18:46:33 | 2023-06-19 18:46:33 | 2023-06-19 19:24:03 | 29.8 | 29.8 | 29.2 | 2023-06 | 2023-06 | 2023-06 |
| 2 | 140347860 | GAME IS horrible gave me fucking cancer sound | False | 1 | 0 | 0.523810 | 1 | True | False | 76561199469648869 | 10 | 1 | 2023-06-19 18:43:53 | 2023-06-19 18:43:53 | 2023-06-19 18:42:45 | 19.4 | 3.0 | 19.4 | 2023-06 | 2023-06 | 2023-06 |
| 3 | 140345029 | The only bad thing about this game is the amount of time between updates. Even then, most updates are fantastic. Devs listen to players and Devs diligently work to fix any bugs that may come out. | True | 0 | 0 | 0.000000 | 0 | True | False | 76561198082594466 | 0 | 4 | 2023-06-19 17:47:35 | 2023-06-19 17:47:35 | 2023-06-19 17:48:05 | 384.8 | 0.0 | 384.8 | 2023-06 | 2023-06 | 2023-06 |
| 4 | 140343169 | nice | True | 0 | 0 | 0.000000 | 0 | True | False | 76561198112578500 | 20 | 2 | 2023-06-19 17:09:31 | 2023-06-19 17:09:31 | 2023-06-19 19:13:12 | 49.7 | 2.0 | 47.6 | 2023-06 | 2023-06 | 2023-06 |
| 5 | 140342842 | Great game, both alone and with friends. The balancing is a bit all over the place and its still a bit too grindy to recommend it to everyone, but I would be lying if I said i didn't enjoy what is already there.\r\nHope this game gets lots of content updates to flesh out the experience even further. A flying mount for the last area would be nice... | True | 0 | 0 | 0.000000 | 0 | True | False | 76561198009976201 | 66 | 7 | 2023-06-19 17:02:25 | 2023-06-19 17:02:25 | 2023-06-19 16:34:55 | 180.2 | 20.0 | 180.2 | 2023-06 | 2023-06 | 2023-06 |
| 6 | 140339702 | ⠛⠕⠕⠙ | True | 0 | 0 | 0.000000 | 0 | True | False | 76561198002566676 | 0 | 183 | 2023-06-19 15:58:19 | 2023-06-19 15:58:19 | 2021-03-15 00:37:58 | 87.3 | 0.0 | 87.3 | 2023-06 | 2023-06 | 2021-03 |
| 7 | 140338366 | ! | True | 0 | 1 | 0.000000 | 0 | False | False | 76561199241216218 | 0 | 2 | 2023-06-19 15:32:16 | 2023-06-19 15:32:16 | 2023-06-19 15:32:05 | 31.6 | 31.6 | 31.6 | 2023-06 | 2023-06 | 2023-06 |
| 8 | 140336728 | Valheim is my most played game so far. It's super good but if I had complaints, they'd be as follows.\r\n\r\n- the ground is difficult to flatten properly, even with multiple tools.\r\n- stamina is always an issue and base stats don't ever raise so if you don't eat the right foods you can get one shotted end game, which I think is really lame.\r\n- it's just generally too reliant on food crafting for me, especially since I can have 200 stamina points and still die from running out of stamina. Very imbalanced imo.\r\n- losing skill points when you die is really frustrating. I'm end game and am a lower level than I was halfway through. It takes too many points and doesn't give anything to pad it out in return. I got swords to level 24, died a few times and my sword skill got knocked back down to like 10. It's not fair. And that's a comment from me who is obsessed with Dark Souls. It's not a matter of getting good, it's a matter of not dying to bullshit like getting overwhelmed by enemies who love to spawn as soon as your food and rested status wears off while you're in the middle of trying to build.\r\n- building skills never level up, and they really should. Making things cost less materials after reaching higher levels would be nice. \r\n- nobody needs a workbench to put rocks down, this is stupid.\r\n- workbenches, stonecutters, forges, etc have limited range and it is SO FRUSTRATING having to stop and build ANOTHER WORKBENCH etc. I'm trying to get lost in the sauce here yo.\r\n- combat is usually unsatisfying due to either being overwhelmed and running out of stamina or not being able to actually target enemies.\r\n- enemy ai is dumb. Lower level enemies should fuck off after so long but they plague you the entire game while you're trying to build. You'd think a greyling would know better than to mess with a viking with a black metal sword and padded armor but here I am taking 0.2 points of damage and getting my ground leveling screwed up bc somehow a beginner enemy is still knocking me back like I weigh nothing. Irritating.\r\n\r\nAll that complaining aside, it's a really fun game, especially with friends. I give it a 5/7. | True | 0 | 0 | 0.000000 | 0 | True | False | 76561198025478724 | 0 | 5 | 2023-06-19 15:00:30 | 2023-06-19 15:00:30 | 2023-06-19 19:25:11 | 594.8 | 47.8 | 592.5 | 2023-06 | 2023-06 | 2023-06 |
| 9 | 140336246 | Overwhelming positive btw | False | 0 | 1 | 0.457516 | 0 | True | False | 76561198109429499 | 67 | 1 | 2023-06-19 14:50:18 | 2023-06-19 14:50:18 | 2023-06-19 14:48:17 | 42.7 | 9.8 | 42.7 | 2023-06 | 2023-06 | 2023-06 |
| recommendationid | review | recommended | votes_up | votes_funny | weighted_vote_score | comment_count | steam_purchase | received_for_free | steamid | num_games_owned | num_reviews | timestamp_created_utc | timestamp_updated_utc | last_played_utc | playtime_forever_hour | playtime_last_two_weeks_hour | playtime_at_review_hour | timestamp_created_utc_ym | timestamp_updated_utc_ym | last_played_utc_ym | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 243786 | 85828288 | *UPDATED REVIEW after 70 hours*\r\n\r\n===[ Player Bases: ]===\r\n☐ Kids\r\n☐ Everyone\r\n☑ Casual players\r\n☑ Gamers\r\n☑ Hardcore Gamers\r\n\r\nThe game is for anyone who like to spend some times on this game to beat every aspect of this game has to offers. So yeah stick to the blue ticks above.\r\n\r\n===[ ☼ Graphics: ]===\r\n☐ Minecraft\r\n☐ Really bad\r\n☐ Bad\r\n☐ OK\r\n☑ Good\r\n☐ Beautiful\r\n☐ Masterpiece\r\n\r\nIt's one of the most arguably thing on this review but i already discuss about this on the comment section, it's pretty good for me but maybe not for everyone.\r\n\r\n===[ Price/quality: ]===\r\n☑ Full price\r\n☑ Wait for sale\r\n☐ Average\r\n☐ Refund it if you can\r\n☐ Don't do it\r\n☐ Free\r\n\r\nI put two option here, here i copy from my reply on the comment section "regarding why i suggest the game full price and on sale i just want to gave people option, like if you think you could value the "Early Access Content and support the dev, you can just go full price." but if you still confused rather to give it a try or not, you could just probably buy it on sale because from my perspective, this game is a must grab. If you think to buy it like once or twice. Maybe "you" could just buy the game with discounted price if you think the content didn't match the price and you want to wait the game on sale to match your budget"\r\n\r\n===[ ☣ Requirements: ]===\r\n☐ 90' PC\r\n☐ Minimum\r\n☑ Medium\r\n☑ Fast\r\n☐ High end\r\n☐ NASA computer\r\n\r\nEventho maybe for some people the graphic is not for them, surprisingly this game need a pretty decent rig to run well.\r\n\r\n===[ ☼ Difficulty: ]===\r\n☐ You just need 2 arms\r\n☐ Ez\r\n☑ Easy to learn / Hard to master\r\n☑ Hard (couples of hours getting beat up)\r\n☐ Nope\r\n\r\nThe game is kinda easy to learn, you can block, dodge the enemy, the hunger bar is not demanding, there's no thirst. The mats to build your base is not that hard to gather. I just beat the 2nd boss alone and it's tough, it destroy 1/3 of the forest when i'm gettin beaten (lol).\r\n\r\n===[Game time/length ]===\r\n☐ Really short ( 0 - 2 hours)\r\n☐ Short ( 2 - 10 hours)\r\n☐ Few hours ( 8 - 20 hours)\r\n☐ Long ( 30+ hours)\r\n☑ Endless (Depends on the player)\r\n\r\nThe procedural generation means you might not face a same run every time you create a new map. But still, it depends on the player. And on the roadmap, the devs will add Sandbox Mode too.\r\n\r\n===[ Story] ===\r\n☑ Need to dig more first\r\n☐ It doesn't have\r\n☐ Still better than Twilight\r\n☐ Okay\r\n☐ Quite Good\r\n☐ Fantastic\r\n\r\nAfter having some more hours, i could say the story is not the main charm in this game but still i will try to beat the final boss 1st and later i'll update this part of review.\r\n\r\n===[ Bugs ]===\r\n☐ 24/7 Bugs\r\n☐ Bugs sometimes crashing the game sometimes\r\n☐ Some bugs there and there\r\n☑ Few Bugs \r\n☐ Nothing\r\n\r\nI just found 1 bug after some hours playing, the enemy (archer skeleton) inside the Burial Chambers got stuck inside a wall but still can hit me and there's no way i can kill it.\r\n\r\n===[ ♬ Sound/Music] ===\r\n☑ Great atmosphere\r\n☐ Story Narration\r\n☑ For every action\r\n☐ Too much music\r\n☐ it only turns away\r\n\r\n\r\n8.5/10 for an EA game\r\nThe game is fun so far, like i'm kinda addicted. \r\nFor Odin!\r\nNB : The development (new features + content) is a bit slow for a game with a community this big. | True | 157 | 10 | 0.603348 | 28 | True | False | 76561198092834189 | 399 | 63 | 2021-02-02 15:58:35 | 2022-07-09 05:56:37 | 2022-07-09 07:11:54 | 75.6 | 0.0 | 0.5 | 2021-02 | 2022-07 | 2022-07 |
| 243787 | 85827982 | Re-reviewing this game after buying it again for the 3rd time .. \r\n\r\nSo after playing the game for 400hrs + i def can say that this game took me quite a bit to get use to. The thing that drove me to enjoy this game even more so was having friends to play with, and create your own adventure.\r\n\r\nAt first we all started together and started a small place where we all shared our resources and finding to help each other. As we progressed in the game we all venture out to our own island and creating our own place but we always still use the main base as our main hub to meet up.\r\n\r\nThe reason i'm giving this review a recommendation is due to the sheer amount of sandbox and creativity you can do with this game. With countless way to play now due to the great modding community behind the game there's endless way to play.\r\n\r\nWith a huge road map ahead i can't wait to see the updates the devs gonna give us :). | True | 0 | 0 | 0.280695 | 0 | True | False | 76561198023490291 | 303 | 58 | 2021-02-02 15:53:29 | 2021-03-20 23:22:41 | 2022-11-23 07:33:39 | 401.4 | 0.0 | 0.2 | 2021-02 | 2021-03 | 2022-11 |
| 243788 | 85827981 | Quickly tried it out to get a sense of the core mechanics, will be trying the game in coop later. \r\n\r\nThe game runs well. The combat feels "beefy", hitting a boar with a club is weirdly satisfying. The crafting elements are easy to follow. The UI is clean (although not prefect). The tutorial doesn't really explain how to do stuff, just what you need to do, it took me a while to figure out how to collect stone since it didn't tell me specifically how to, I went around just punching rocks until I eventually found a little rock on the floor. It's a weird blend between survival and MMO and i'm all for it! I hope they look into public community servers / official dedicated at some point in the future, as that is not currently in here. \r\n\r\nThat's about all I experienced, I personally wouldn't be able to play this game solo but that's just me, I think with friends though it could be a ton of fun! | True | 34 | 0 | 0.615171 | 0 | False | False | 76561198087232830 | 464 | 119 | 2021-02-02 15:53:27 | 2021-02-02 16:02:19 | 2023-03-04 23:39:20 | 43.8 | 0.0 | 0.3 | 2021-02 | 2021-02 | 2023-03 |
| 243789 | 85827850 | First impressions only, way too earlier for a review. I have played way too many games of this genre, so always looking out for the next one to play. This one caught my eye and I can say, I won't be asking for any refunds. First impressions are good and I will be playing more (and perhaps getting a copy for my son, since we usually play these together). Had no issues in the little time I played (beyond way too small initial resolution - could barely read anything to change it, lol). The graphics are fine, the trailers are not the best example (was my impression when watching them), think of it as a higher resolution Minecraft. The hammer controlling the ability to craft at first seemed a little odd, but not bad once used to it. Looking forward to seeing more of the game, so if you are a fan of this style of game, I would recommend giving it a try, I may or may not update this first impression, lol. | True | 5 | 0 | 0.534251 | 0 | True | False | 76561198006893036 | 2631 | 4 | 2021-02-02 15:51:15 | 2021-02-02 15:53:09 | 2023-05-28 14:28:57 | 134.0 | 0.0 | 0.4 | 2021-02 | 2021-02 | 2023-05 |
| 243790 | 85827391 | - | False | 1 | 0 | 0.242395 | 0 | True | True | 76561198280763911 | 289 | 250 | 2021-02-02 15:42:24 | 2021-03-04 22:59:59 | 2021-02-02 15:41:35 | 0.3 | 0.0 | 0.3 | 2021-02 | 2021-03 | 2021-02 |
| 243791 | 85826461 | Dont think. buy.\r\n\r\nEdit: I HAVE NOT CHANGED MY MIND HOLY F BUY IT. SO FUN | True | 15 | 1 | 0.460619 | 0 | True | False | 76561198042204583 | 323 | 4 | 2021-02-02 15:24:16 | 2021-02-04 16:22:37 | 2023-01-17 04:51:16 | 61.4 | 0.0 | 0.1 | 2021-02 | 2021-02 | 2023-01 |
| 243792 | 85826358 | Watch out for falling trees! | True | 173 | 108 | 0.819791 | 0 | False | False | 76561198016445504 | 0 | 2 | 2021-02-02 15:22:04 | 2021-02-02 15:22:04 | 2023-05-04 08:25:51 | 111.7 | 0.0 | 39.8 | 2021-02 | 2021-02 | 2023-05 |
| 243793 | 85825877 | A great adventure awaits!\r\n\r\nThe gameplay is very polished. Especially considering it's Early Access. | True | 3 | 0 | 0.469194 | 0 | False | True | 76561197971386286 | 597 | 7 | 2021-02-02 15:13:26 | 2021-02-03 11:39:59 | 2022-12-18 07:30:12 | 172.4 | 0.0 | 6.6 | 2021-02 | 2021-02 | 2022-12 |
| 243794 | 85825517 | A fantastic survival exploration game set in a great procedural generation system. The boss battles are insane. Game is badass. Will be great with friends.\r\n\r\n8.5/10 \r\n\r\nYou can read my full review here:\r\nhttps://www.setreadygame.com/reviews/gamereviews/bring-order-to-the-10th-norse-realm-valheim-review/\r\n\r\nTry it out if you like survival games. Don't be scared by the early access tag\r\n\r\nEdit: Guys who are still on the fence. It has Swedish viking metal when you fight boss battles. Just buy it already. | True | 69 | 3 | 0.554322 | 0 | False | True | 76561198067654166 | 0 | 5 | 2021-02-02 15:07:05 | 2021-02-02 19:01:02 | 2023-02-11 23:06:56 | 244.1 | 0.0 | 19.2 | 2021-02 | 2021-02 | 2023-02 |
| 243795 | 85825364 | Really fun game! May Odin be with you! | True | 41 | 1 | 0.562382 | 0 | False | False | 76561197981376973 | 0 | 1 | 2021-02-02 15:04:25 | 2021-02-02 15:04:25 | 2021-04-06 10:24:20 | 150.3 | 0.0 | 37.1 | 2021-02 | 2021-02 | 2021-04 |